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Real-Time S&OP · AI Digital Twin

Real-Time S&OP
Analysis
powered by an AI
Digital Twin.

Traditional Sales & Operations Planning runs on stale data and quarterly cycles. Our patented Digital Twin Studio® replays your entire operation continuously — testing scheduling scenarios, equipment configurations, and demand shifts in minutes, not months. The result: lower cost per unit, higher throughput, less WIP.

3,600+
Clients Worldwide
99%+
Twin Accuracy
30+
Years of Innovation
90 day
Complete ROI

Cost / Unit · Per-Line

Live · 11 Scenarios
Baseline $0.130
Optimized $0.081
Reduction −37.6%
Across 40 production lines producing ~80M+ units annually, that's $1.6M / year in production cost savings — identified by the digital twin in minutes.

Real-Time Decisioning

Live data flows from PLC, ERP, MES, and SAP into your twin. Every operational change is tested virtually before it's committed.

Patented AI Engine

64-bit multi-threaded simulation with on-the-fly modeling. AI scheduling reduces cost per unit by 20–30%.

Validated ROI

~$3.6M annual savings across a 40-line facility. Across 3,600+ deployments worldwide. Test before you invest.

Why Traditional S&OP Falls Short

Static planning can't keep up with the real factory.

Most S&OP processes still run on monthly cycles, spreadsheet rollups, and best-guess assumptions. By the time the plan is signed off, demand has shifted, scrap rates have changed, and your plan is already wrong.

Static S&OP

Monthly cycles. Stale data. Slow decisions.

  • Plans built on data that's 30+ days old by approval
  • Scenario "what-ifs" take weeks of analyst spreadsheet work
  • No visibility into how scheduling ripples through equipment, WIP, and cost per unit
  • Cost models simplified to averages — losing the 20–30% scheduling lever
  • Decisions made in conference rooms, validated months later in production
Digital Twin Studio® S&OP

Live data. AI scheduling. Decisions in minutes.

  • Virtual replica of every line, machine, conveyor, and WIP buffer — connected to live ERP / MES
  • AI-driven scheduling engine evaluates dozens of configurations in parallel
  • Full cost-per-unit modeling: fixed, variable, scrap, and labor — at the scenario level
  • New scenarios spin up in minutes, not months
  • Validate before you invest. Forecast before you expand. Test before you deploy.
How Digital Twin Studio® Works

Six engines. One continuous S&OP loop.

Digital Twin Studio® combines patented simulation, real-time data emulation, AI scheduling, and KPI dashboards into a single closed-loop platform — purpose-built for Real-Time S&OP analysis.

— 01

Multi-Scenario Analysis

Spin up 11+ equipment and scheduling configurations in parallel. Compare optimized vs. unoptimized scheduling for each. Isolate the highest-impact levers without touching production.

— 02

Space & Flow Optimization

Model the full footprint: equipment, WIP staging, conveyors, manual operation areas. Find configurations that minimize floor space while maximizing throughput.

— 03

AI-Driven Scheduling

The AI engine optimizes production sequencing in real time, reducing cost per unit by 20–30%. New scenarios deploy in minutes with all comparison data instantly accessible.

— 04

Cost & Throughput Modeling

Calculate the full cost structure per item — fixed, variable, manual operations, scrap. Identify the optimal configuration delivering lowest cost at highest throughput.

— 05

Real-Time Connectivity

Live links to PLC, ERP, MRP, WMS, WES, and SAP. The twin reflects what's happening on the floor right now — not last month's snapshot.

— 06

On-The-Fly Modeling

Patented live model interactivity. Add, modify, and remove constraints while the simulation is running. No "stop, code, try again" cycles.

Case Study · High-Volume Manufacturing

40 lines. 11 scenarios. Validated in minutes.

A high-volume manufacturer running 40 production lines came to CreateASoft with a familiar problem: cost per unit was too high, WIP was bloated, and floor space was at a premium. They needed answers in days — not the next planning cycle.

Production Lines
40 facility-wide
Daily Demand / Line
14,385 units
Machines / Line
52
Scenarios Tested
11 configurations

— The Challenge

The plan was working. Just not well enough.

  • 01Cost per unit too high — fixed and variable costs not optimized across equipment and labor
  • 02WIP scrap of 7.45 units per cycle adding waste and rework
  • 03Production throughput below potential due to unoptimized scheduling
  • 04Lead time per item too long — inefficient flow between stations
  • 05Floor space competing across equipment, WIP, conveyors, manual ops

— The Solution

A digital twin of every line. AI scheduling. 11 scenarios in parallel.

  • 01Built a digital twin replicating each production line's machinery, conveyors, WIP buffers, and manual operations
  • 02Ran 11 equipment + scheduling scenarios in parallel — optimized vs. unoptimized for each
  • 03Modeled total floor space: equipment + WIP staging + conveyor layout + manual zones
  • 04AI scheduling engine optimized production sequencing per scenario
  • 05Calculated full cost structure per item — fixed, variable, manual, scrap — at scenario level
The Headline Result

Cost per unit fell from $0.13 to $0.081.

The single most impactful finding from the digital twin: by combining the optimal equipment
configuration with AI-driven scheduling, the manufacturer cut production cost per unit by
37.6%. That's not a forecast — it's the result the twin produced and validated before a single
change was made on the floor.

Before
$0.130 / unit
Baseline
After
$0.081 / unit
−37.6%
$0.049

Saved per unit produced. Multiply across 80M+ units annually and the math compounds quickly.

2030%

Cost-per-unit reduction attributable to AI scheduling alone — validated across all 11 scenarios.

~$1.6M

Annual production cost savings across the 40-line facility, from cost-per-unit reduction.

Beyond Cost Per Unit

Throughput up. WIP down. Floor space recovered.

Cost per unit was the headline, but the digital twin surfaced compounding wins across the entire operation — each one validated before deployment.

— Throughput Increase
25.2%

6,192 → 7,752 units/day

Per line, without new equipment
— Throughput (Best Config)
45.5%

2,368 → 3,445 units/day

Top-performing scenario
— WIP Reduction
96%

149 → 6 units in process

Lower carrying costs, faster flow
— WIP Scrap Reduction
96%

7.45 → 0.3 units per cycle

Less waste, less rework
— Floor Space Recovered
75%

643 → 158 sq ft per line

~19,400 sq ft freed across 40 lines
ROI & Business Impact

A real-time S&OP that pays for itself in
months.

When the digital twin runs continuously, every operational decision is informed by live data and
AI-validated scenarios. The financial impact is measurable, attributable, and compounds month
over month.

~$3.6M

Estimated annual savings across the 40-line facility, attributable to scheduling optimization, throughput gains, and WIP/scrap reduction.

Validated across 11 scenarios · Per facility, per year
~$1.6M/yr

Production Cost Savings

37% cost-per-unit reduction from AI-optimized scheduling across 40 lines producing ~80M+ units
annually.

~$1.2M/yr

Throughput Capacity Gains

25% throughput increase — 16M+ additional units/year
of production capacity recovered without new
equipment investment.

~$0.8M/yr

WIP, Space & Scrap

96% WIP reduction, 75% floor space freed, 96% scrap
reduction — lower carrying costs, reduced rework
expense.

* ROI based on 40 production lines, ~14,385 daily demand per line, ~$92K machine investment per line. Scheduling optimization of 20–30% validated across 11 scenario comparisons. Optimal configuration identified in
minutes — not months.
Built On Digital Twin Studio®

Real-time S&OP isn't a feature. It's an entire platform.

CreateASoft has spent 30+ years building the engine that makes this possible: 64-bit multi-threaded simulation, patented on-the-fly modeling, full data emulation, and integrated AI/ML.

99%+ Digital Twin Accuracy

Patented simulation engine validated against real production data. Other tools cap at 80% — we reach 99%+ because every constraint, batch rule, and changeover is modeled.

Unlimited Data & Connectivity

Live links to PLC, ERP, MRP, WMS, WES, SAP. Unlimited model size, unlimited data size — driven by the patented 64-bit multi-threaded engine.

On-The-Fly Modeling

Add, modify, and remove constraints while the simulation runs. No stop-and-restart cycles. Models that took months in legacy tools take weeks here.

Customizable KPI Dashboards

Unlimited dashboards and tracking points. Cost per unit, throughput, WIP, OEE, scrap, lead time — measured per line, per scenario, per shift.

Low-Code, Drag-and-Drop

Production teams build and adjust models without writing code. Auto-build features pull directly from existing ERP / spreadsheets to generate models in hours.

AI & Machine Learning

Regenerative AI monitors operations, identifies upcoming delays, and automatically presents solutions to get back on track — before the floor feels it.

The CreateASoft Difference

Innovative real-time vs. outdated approximation.

Many providers claim to offer a Digital Twin solution. Few actually deliver real-time analysis at production-grade accuracy.

Capability
CreateASoft
Everyone Else
Real-Time Analysis & Optimization
✓ Continuous
✕ Offline only
Digital Twin Accuracy
✓ 99%+
✕ 80% at most
Data & Systems Connectivity
✓ Unlimited
✕ Approximation
Modeling Approach
✓ Low-code drag-and-drop
✕ Heavy coding
AI & Machine Learning
✓ Native AI/ML
✕ Statistical guesses
Live Model Interactivity
✓ On-the-fly
✕ Stop, code, try again
Engine Architecture
✓ Patented 64-bit multi-threaded
✕ 32-bit single-threaded
Optimize Today For A Better Tomorrow

See your S&OP run in real time.

Bring us your manufacturing line, warehouse flow, or supply chain — and we'll show you exactly where the cost-per-unit lever lives in your operation.
Powered by Digital Twin Studio®.

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